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cs.LG2021
Joint Geometric and Topological Analysis of Hierarchical Datasets
Lior Aloni, Omer Bobrowski, Ronen Talmon
In a world abundant with diverse data arising from complex acquisition techniques, there is a growing need for new data analysis methods. In this paper we focus on high-dimensional…
cs.LG2021
Cycle Registration in Persistent Homology with Applications in Topological Bootstrap
Yohai Reani, Omer Bobrowski
In this article we propose a novel approach for comparing the persistent homology representations of two spaces (filtrations). Commonly used methods are based on numerical summarie…